Ghil Labs · Asset Operating System

Assets, run
as a single system.

Real estate, tax, and investment strategy; market-neutral trading; and the agentic AI infrastructure that drives them — unified into one personal operating system.

Watch The Domino Effect of Wealth YouTube ↗
Six Modules · One System

Trading, real estate, tax, and AI infrastructure — six modules operating as one system.

Trading / Market-Neutral

Neutral Alpha Trading

Returns without a directional bet. XSP iron condors, perpetual-futures funding-rate arbitrage, and long straddles in volatility regimes — combined under a regime-switching framework.

XSP §1256FUNDING ARBSTRADDLE
Trading / Directional

Trend Following Trading

Rule-based strategies that detect the market regime and ride the trend. The system decides entries, exits, and risk limits; the human manages only the principles.

REGIME SWITCHMOMENTUMRISK LIMITS
Product / iOS + Android — on the App Store & Google Play

Deal Desk Pro

Rental property underwriting in your pocket. An investment analysis app built on a deterministic calculation engine for DSCR, Cap Rate, and BRRRR logic. Available in English and Korean.

DSCRCAP RATEBRRRREN · KO
AI / Retrieval

Hybrid RAG Architecture

Dual-track retrieval across local ChromaDB and cloud pgvector. BGE-M3 embeddings keep private and public knowledge separated — served anywhere via an MCP server.

BGE-M3CHROMADBPGVECTORFASTMCP
AI / Systems

Agentic Architecture · MCP · Orchestration

Coordinator–subagent pipelines, deterministic calculation tools, and confidence-gated human escalation. Structurally separating what LLMs do best from what code does best.

MCPSUBAGENTSHITL GATE
Domain / Expertise

Real Estate · Tax · Investment

From REP status, cost segregation, and §1031 exchanges to KR⇄US cross-border tax (FTC, FBAR, 8938). Execution-and-verification domain expertise underpins every module.

REP§1031COST SEGKR ⇄ US
Applied · Live Systems

The same engine, pointed at someone else's problem.

2 industries · 10 live simulators · public, no login · 1 pilot product

Consulting / Freight & Network KO/EN

Freight decision models

Six working models for network design, coverage, cost-to-serve, budget variance, and capacity risk. Every assumption on screen, every limit stated before the answer. The live demo runs in English at logistics.ghillee.com.

NETWORK TCOCONSOLIDATIONCOST-TO-SERVEPVM BRIDGE+2
Consulting / Back-office Ops KO/EN

Back-office decision models

Four working models for contract review, AP and month-end close, vendor risk, and continuous expense audit. Software works the queue; the judgment stays with a person. The live demo runs in English at backoffice.ghillee.com.

CONTRACT REVIEWAP CLOSEVENDOR RISKEXPENSE AUDIT
Product / Margins PILOT · KO/EN ↗

Margin Desk

For bakeries, cafes and contractors. Photograph supplier invoices — Margin Desk spots price jumps, shows which menu items or jobs lost margin, and drafts the fix: a price, a change order, or a payment reminder. You approve every step. Early-access pilot; request a demo at margindesk.ghillee.com.

INVOICE READINGMENU MARGINJOB MARGINCHANGE ORDERS
Watch · Shorts See the two simulators in action YouTube ↗
Assets by the Numbers · Ebook Series

Scattered tax tactics,
one flow of numbers.

This is not a book series about paying less tax. It shows how income, health coverage, liquidity, entities, and inheritance push on one another — so you can read, calculate, and verify with a professional. Each book ships as an ebook PDF + action workbook + starter calculator.

8 books · PDF + workbook + starter calculator · from $34

Illustrative excerpt E1 Case Preview · 9:45 · English

A short illustrative excerpt from E1. The full book develops the assumptions, calculations, workbook, calculator, and professional-review checkpoints.

Mobile Apps

Two apps,
now in your pocket

We're bringing the deterministic calculation engine and 4-Pillar knowledge we verified on the web to iOS and Android. Deal Desk Pro and RE Terms Pro are available on the App Store and Google Play.

iOS · App Store · Android · Google Play live

Deal Desk Pro Mobile app — Deal Desk Pro

Available on iPhone and Android now. Is this deal worth this price? Get a numeric answer in 30 seconds. DSCR, cap rate, cash flow, cash-on-cash, even BRRRR refinance simulation — the entire rental underwriting workflow, on your phone. Save deals and compare them side by side. Every metric comes from a deterministic formula, not an AI guess. The mobile app is called Deal Desk Pro; v1.1 is available in English and Korean.

DSCR CAP RATE BRRRR SAVE & COMPARE OFFLINE v1.1 · EN · KO
iOS · App Store · Android · Google Play live

RE Terms Pro

An English-first bilingual reference for 100 practical real-estate, tax, investing, and retirement terms. Compare commonly confused concepts and use six situation-based guides to prepare questions and records for a professional conversation. All learning features are free and bundled content works offline.

100 TERMS COMPARE · PREP GUIDES ALL FEATURES FREE KO / EN